Overview

Brought to you by YData

Dataset statistics

Number of variables	50
Number of observations	180862
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	69.0 MiB
Average record size in memory	400.0 B

Variable types

Numeric	10
Categorical	34
Text	6

Alerts

`PUFSVYMO` has constant value "4"	Constant
`PUFSVYYR` has constant value "2016"	Constant
`PUFC01_LNO` is highly overall correlated with `PUFC03_REL` and 1 other fields	High correlation
`PUFC03_REL` is highly overall correlated with `PUFC01_LNO` and 1 other fields	High correlation
`PUFC05_AGE` is highly overall correlated with `PUFC01_LNO` and 6 other fields	High correlation
`PUFC06_MSTAT` is highly overall correlated with `PUFC08_CURSCH` and 1 other fields	High correlation
`PUFC08_CURSCH` is highly overall correlated with `PUFC05_AGE` and 1 other fields	High correlation
`PUFC09_GRADTECH` is highly overall correlated with `PUFC05_AGE` and 3 other fields	High correlation
`PUFC10_CONWR` is highly overall correlated with `PUFC09_GRADTECH` and 3 other fields	High correlation
`PUFC11_WORK` is highly overall correlated with `PUFC05_AGE` and 13 other fields	High correlation
`PUFC12_JOB` is highly overall correlated with `PUFC11_WORK` and 10 other fields	High correlation
`PUFC14_PROCC` is highly overall correlated with `PUFC11_WORK` and 9 other fields	High correlation
`PUFC17_NATEM` is highly overall correlated with `PUFC11_WORK` and 10 other fields	High correlation
`PUFC18_PNWHRS` is highly overall correlated with `PUFC11_WORK` and 8 other fields	High correlation
`PUFC20_PWMORE` is highly overall correlated with `PUFC11_WORK` and 10 other fields	High correlation
`PUFC21_PLADDW` is highly overall correlated with `PUFC11_WORK` and 10 other fields	High correlation
`PUFC22_PFWRK` is highly overall correlated with `PUFC11_WORK` and 10 other fields	High correlation
`PUFC23_PCLASS` is highly overall correlated with `PUFC11_WORK` and 9 other fields	High correlation
`PUFC26_OJOB` is highly overall correlated with `PUFC11_WORK` and 11 other fields	High correlation
`PUFC27_NJOBS` is highly overall correlated with `PUFC26_OJOB`	High correlation
`PUFC30_LOOKW` is highly overall correlated with `PUFC31_FLWRK` and 6 other fields	High correlation
`PUFC31_FLWRK` is highly overall correlated with `PUFC30_LOOKW` and 2 other fields	High correlation
`PUFC32_JOBSM` is highly overall correlated with `PUFC30_LOOKW` and 1 other fields	High correlation
`PUFC33_WEEKS` is highly overall correlated with `PUFC30_LOOKW` and 1 other fields	High correlation
`PUFC34_WYNOT` is highly overall correlated with `PUFC30_LOOKW` and 6 other fields	High correlation
`PUFC35_LTLOOKW` is highly overall correlated with `PUFC34_WYNOT`	High correlation
`PUFC36_AVAIL` is highly overall correlated with `PUFC34_WYNOT` and 2 other fields	High correlation
`PUFC37_WILLING` is highly overall correlated with `PUFC34_WYNOT` and 2 other fields	High correlation
`PUFC38_PREVJOB` is highly overall correlated with `PUFC30_LOOKW` and 4 other fields	High correlation
`PUFC40_POCC` is highly overall correlated with `PUFC30_LOOKW` and 2 other fields	High correlation
`PUFC41_WQTR` is highly overall correlated with `PUFC05_AGE` and 16 other fields	High correlation
`PUFHHNUM` is highly overall correlated with `PUFREG` and 1 other fields	High correlation
`PUFNEWEMPSTAT` is highly overall correlated with `PUFC05_AGE` and 18 other fields	High correlation
`PUFPRRCD` is highly overall correlated with `PUFPRV`	High correlation
`PUFPRV` is highly overall correlated with `PUFPRRCD`	High correlation
`PUFPSU` is highly overall correlated with `PUFPWGTFIN`	High correlation
`PUFPWGTFIN` is highly overall correlated with `PUFPSU`	High correlation
`PUFREG` is highly overall correlated with `PUFHHNUM` and 1 other fields	High correlation
`PUFURB2K10` is highly overall correlated with `PUFHHNUM` and 1 other fields	High correlation
`PUFC10_CONWR` is highly imbalanced (59.7%)	Imbalance
`PUFC18_PNWHRS` is highly imbalanced (50.1%)	Imbalance
`PUFC24_PBASIS` is highly imbalanced (62.1%)	Imbalance
`PUFC27_NJOBS` is highly imbalanced (91.3%)	Imbalance
`PUFC29_WWM48H` is highly imbalanced (78.4%)	Imbalance
`PUFC31_FLWRK` is highly imbalanced (93.2%)	Imbalance
`PUFC32_JOBSM` is highly imbalanced (95.5%)	Imbalance
`PUFC33_WEEKS` is highly imbalanced (97.4%)	Imbalance
`PUFC34_WYNOT` is highly imbalanced (59.7%)	Imbalance
`PUFC35_LTLOOKW` is highly imbalanced (95.7%)	Imbalance
`PUFC36_AVAIL` is highly imbalanced (85.0%)	Imbalance
`PUFC37_WILLING` is highly imbalanced (85.2%)	Imbalance
`PUFC40_POCC` is highly imbalanced (76.9%)	Imbalance
`PUFC05_AGE` has 3214 (1.8%) zeros	Zeros

Reproduction

Analysis started	2025-03-23 14:45:37.090815
Analysis finished	2025-03-23 14:46:14.218702
Duration	37.13 seconds
Software version	ydata-profiling vv4.15.1
Download configuration	config.json

PUFREG
Real number (ℝ)

High correlation

Distinct	17
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.3988013

Minimum	1
Maximum	17
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	5
median	10
Q3	13
95-th percentile	16
Maximum	17
Range	16
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	4.6670343
Coefficient of variation (CV)	0.49655633
Kurtosis	-1.1864282
Mean	9.3988013
Median Absolute Deviation (MAD)	4
Skewness	-0.12608623
Sum	1699886
Variance	21.781209
Monotonicity	Increasing

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
13	25646	14.2%
3	13965	7.7%
6	12211	6.8%
8	12092	6.7%
10	10755	5.9%
14	10390	5.7%
5	10318	5.7%
7	10225	5.7%
15	9778	5.4%
16	9417	5.2%
Other values (7)	56065	31.0%

Value	Count	Frequency (%)
1	6707	3.7%
2	6321	3.5%
3	13965	7.7%
4	8567	4.7%
5	10318	5.7%
6	12211	6.8%
7	10225	5.7%
8	12092	6.7%
9	7188	4.0%
10	10755	5.9%

Value	Count	Frequency (%)
17	8918	4.9%
16	9417	5.2%
15	9778	5.4%
14	10390	5.7%
13	25646	14.2%
12	9155	5.1%
11	9209	5.1%
10	10755	5.9%
9	7188	4.0%
8	12092	6.7%

PUFPRV
Real number (ℝ)

High correlation

Distinct	86
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	45.825309

Minimum	1
Maximum	98
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	1
5-th percentile	5
Q1	24
median	46
Q3	71
95-th percentile	80
Maximum	98
Range	97
Interquartile range (IQR)	47

Descriptive statistics

Standard deviation	24.939767
Coefficient of variation (CV)	0.54423567
Kurtosis	-1.174851
Mean	45.825309
Median Absolute Deviation (MAD)	23
Skewness	-0.10163831
Sum	8288057
Variance	621.992
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
76	10167	5.6%
75	7550	4.2%
74	6215	3.4%
22	6186	3.4%
73	3618	2.0%
2	3579	2.0%
37	3440	1.9%
35	3369	1.9%
43	3326	1.8%
30	3252	1.8%
Other values (76)	130160	72.0%

Value	Count	Frequency (%)
1	1613	0.9%
2	3579	2.0%
3	1743	1.0%
4	1739	1.0%
5	1743	1.0%
6	1611	0.9%
7	1729	1.0%
8	1750	1.0%
10	1504	0.8%
11	3116	1.7%

Value	Count	Frequency (%)
98	1042	0.6%
97	745	0.4%
86	1551	0.9%
85	755	0.4%
83	1257	0.7%
82	1568	0.9%
81	782	0.4%
80	1697	0.9%
79	763	0.4%
78	1704	0.9%

PUFPRRCD
Real number (ℝ)

High correlation

Distinct	116
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4585.0553

Minimum	100
Maximum	9804
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	100
5-th percentile	500
Q1	2402
median	4600
Q3	7100
95-th percentile	8000
Maximum	9804
Range	9704
Interquartile range (IQR)	4698

Descriptive statistics

Standard deviation	2494.0287
Coefficient of variation (CV)	0.54394736
Kurtosis	-1.1736458
Mean	4585.0553
Median Absolute Deviation (MAD)	2300
Skewness	-0.102321
Sum	8.2926228 × 10⁸
Variance	6220179.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3600	2639	1.5%
6600	2282	1.3%
7501	2106	1.2%
7503	1985	1.1%
4800	1899	1.0%
3747	1866	1.0%
7332	1836	1.0%
202	1830	1.0%
5500	1810	1.0%
2000	1792	1.0%
Other values (106)	160817	88.9%

Value	Count	Frequency (%)
100	1613	0.9%
200	1749	1.0%
202	1830	1.0%
300	1743	1.0%
400	1739	1.0%
500	1743	1.0%
600	1611	0.9%
700	1729	1.0%
800	1750	1.0%
1000	1504	0.8%

Value	Count	Frequency (%)
9804	1042	0.6%
9700	745	0.4%
8600	1551	0.9%
8500	755	0.4%
8300	1257	0.7%
8200	1568	0.9%
8100	782	0.4%
8000	1697	0.9%
7900	763	0.4%
7800	1704	0.9%

PUFHHNUM
Real number (ℝ)

High correlation

Distinct	40880
Distinct (%)	22.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20528.232

Minimum	1
Maximum	40880
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	1
5-th percentile	2052
Q1	10256.25
median	20406
Q3	30962
95-th percentile	38688
Maximum	40880
Range	40879
Interquartile range (IQR)	20705.75

Descriptive statistics

Standard deviation	11827.708
Coefficient of variation (CV)	0.57616789
Kurtosis	-1.2180446
Mean	20528.232
Median Absolute Deviation (MAD)	10353
Skewness	-0.0072181704
Sum	3.7127771 × 10⁹
Variance	1.3989468 × 10⁸
Monotonicity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3654	23	< 0.1%
27675	19	< 0.1%
31859	18	< 0.1%
5542	18	< 0.1%
1317	18	< 0.1%
36833	17	< 0.1%
5591	17	< 0.1%
24738	17	< 0.1%
6526	17	< 0.1%
18095	17	< 0.1%
Other values (40870)	180681	99.9%

Value	Count	Frequency (%)
1	3	< 0.1%
2	4	< 0.1%
3	4	< 0.1%
4	4	< 0.1%
5	3	< 0.1%
6	5	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	4	< 0.1%
10	6	< 0.1%

Value	Count	Frequency (%)
40880	5	< 0.1%
40879	7	< 0.1%
40878	6	< 0.1%
40877	4	< 0.1%
40876	4	< 0.1%
40875	9	< 0.1%
40874	1	< 0.1%
40873	10	< 0.1%
40872	13	< 0.1%
40871	2	< 0.1%

PUFURB2K10
Categorical

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

2	103986
1	76876

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	103986	57.5%
1	76876	42.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	103986	57.5%
1	76876	42.5%

Most occurring characters

Value	Count	Frequency (%)
2	103986	57.5%
1	76876	42.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	103986	57.5%
1	76876	42.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	103986	57.5%
1	76876	42.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	103986	57.5%
1	76876	42.5%

PUFPWGTFIN
Real number (ℝ)

High correlation

Distinct	35599
Distinct (%)	19.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	568.52717

Minimum	34.9984
Maximum	4509.316
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	34.9984
5-th percentile	122.013
Q1	245.06597
median	392.9935
Q3	679.52677
95-th percentile	1699.3154
Maximum	4509.316
Range	4474.3176
Interquartile range (IQR)	434.4608

Descriptive statistics

Standard deviation	508.51933
Coefficient of variation (CV)	0.89445036
Kurtosis	4.851547
Mean	568.52717
Median Absolute Deviation (MAD)	187.2103
Skewness	2.0691578
Sum	1.0282496 × 10⁸
Variance	258591.91
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
710.9543	83	< 0.1%
498.4434	73	< 0.1%
496.5704	63	< 0.1%
289.6611	62	< 0.1%
860.0033	61	< 0.1%
639.7954	58	< 0.1%
290.7537	53	< 0.1%
689.2445	51	< 0.1%
328.9056	50	< 0.1%
388.8613	49	< 0.1%
Other values (35589)	180259	99.7%

Value	Count	Frequency (%)
34.9984	2	< 0.1%
36.8235	2	< 0.1%
40.1301	4	< 0.1%
48.1864	1	< 0.1%
50.3487	5	< 0.1%
51.1338	3	< 0.1%
52.9742	2	< 0.1%
53.0442	1	< 0.1%
53.139	1	< 0.1%
53.4283	12	< 0.1%

Value	Count	Frequency (%)
4509.316	1	< 0.1%
4479.625	1	< 0.1%
4386.3567	4	< 0.1%
4364.2543	2	< 0.1%
4300.2437	3	< 0.1%
4258.7984	1	< 0.1%
4242.7031	1	< 0.1%
4197.0767	1	< 0.1%
4164.1584	1	< 0.1%
4056.0607	1	< 0.1%

PUFSVYMO
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

4	180862

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4
2nd row	4
3rd row	4
4th row	4
5th row	4

Common Values

Value	Count	Frequency (%)
4	180862	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	180862	100.0%

Most occurring characters

Value	Count	Frequency (%)
4	180862	100.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
4	180862	100.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
4	180862	100.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
4	180862	100.0%

PUFSVYYR
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

2016	180862

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	723448
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2016
2nd row	2016
3rd row	2016
4th row	2016
5th row	2016

Common Values

Value	Count	Frequency (%)
2016	180862	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2016	180862	100.0%

Most occurring characters

Value	Count	Frequency (%)
2	180862	25.0%
0	180862	25.0%
1	180862	25.0%
6	180862	25.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	723448	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	180862	25.0%
0	180862	25.0%
1	180862	25.0%
6	180862	25.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	723448	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	180862	25.0%
0	180862	25.0%
1	180862	25.0%
6	180862	25.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	723448	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	180862	25.0%
0	180862	25.0%
1	180862	25.0%
6	180862	25.0%

PUFPSU
Real number (ℝ)

High correlation

Distinct	975
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	386.27027

Minimum	1
Maximum	3053
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	1
5-th percentile	21
Q1	107
median	243
Q3	482
95-th percentile	1352
Maximum	3053
Range	3052
Interquartile range (IQR)	375

Descriptive statistics

Standard deviation	440.16004
Coefficient of variation (CV)	1.1395131
Kurtosis	6.5956258
Mean	386.27027
Median Absolute Deviation (MAD)	165
Skewness	2.3737588
Sum	69861614
Variance	193740.86
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
258	892	0.5%
141	794	0.4%
111	783	0.4%
27	762	0.4%
28	741	0.4%
54	730	0.4%
171	712	0.4%
3	706	0.4%
58	703	0.4%
43	691	0.4%
Other values (965)	173348	95.8%

Value	Count	Frequency (%)
1	209	0.1%
2	368	0.2%
3	706	0.4%
4	627	0.3%
5	312	0.2%
6	306	0.2%
7	656	0.4%
8	454	0.3%
9	484	0.3%
10	264	0.1%

Value	Count	Frequency (%)
3053	25	< 0.1%
2820	91	0.1%
2700	61	< 0.1%
2681	22	< 0.1%
2614	32	< 0.1%
2584	83	< 0.1%
2578	86	< 0.1%
2564	24	< 0.1%
2557	75	< 0.1%
2553	66	< 0.1%

PUFRPL
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

1	45838
2	45285
3	44949
4	44790

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	45838	25.3%
2	45285	25.0%
3	44949	24.9%
4	44790	24.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	45838	25.3%
2	45285	25.0%
3	44949	24.9%
4	44790	24.8%

Most occurring characters

Value	Count	Frequency (%)
1	45838	25.3%
2	45285	25.0%
3	44949	24.9%
4	44790	24.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	45838	25.3%
2	45285	25.0%
3	44949	24.9%
4	44790	24.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	45838	25.3%
2	45285	25.0%
3	44949	24.9%
4	44790	24.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	45838	25.3%
2	45285	25.0%
3	44949	24.9%
4	44790	24.8%

PUFHHSIZE
Real number (ℝ)

Distinct	20
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.5047827

Minimum	1
Maximum	23
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	4
median	5
Q3	7
95-th percentile	10
Maximum	23
Range	22
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.3701694
Coefficient of variation (CV)	0.43056548
Kurtosis	1.8816138
Mean	5.5047827
Median Absolute Deviation (MAD)	1
Skewness	0.94665033
Sum	995606
Variance	5.6177029
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
5	33940	18.8%
4	33852	18.7%
6	27732	15.3%
3	21006	11.6%
7	20195	11.2%
8	13432	7.4%
2	9304	5.1%
9	7785	4.3%
10	4780	2.6%
1	2965	1.6%
Other values (10)	5871	3.2%

Value	Count	Frequency (%)
1	2965	1.6%
2	9304	5.1%
3	21006	11.6%
4	33852	18.7%
5	33940	18.8%
6	27732	15.3%
7	20195	11.2%
8	13432	7.4%
9	7785	4.3%
10	4780	2.6%

Value	Count	Frequency (%)
23	23	< 0.1%
19	19	< 0.1%
18	54	< 0.1%
17	119	0.1%
16	96	0.1%
15	375	0.2%
14	434	0.2%
13	1027	0.6%
12	1392	0.8%
11	2332	1.3%

PUFC01_LNO
Real number (ℝ)

High correlation

Distinct	23
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.2523913

Minimum	1
Maximum	23
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	7
Maximum	23
Range	22
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.0771295
Coefficient of variation (CV)	0.63864687
Kurtosis	2.1025976
Mean	3.2523913
Median Absolute Deviation (MAD)	1
Skewness	1.2143093
Sum	588234
Variance	4.3144671
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
1	40880	22.6%
2	37915	21.0%
3	33263	18.4%
4	26261	14.5%
5	17798	9.8%
6	11010	6.1%
7	6388	3.5%
8	3503	1.9%
9	1824	1.0%
10	959	0.5%
Other values (13)	1061	0.6%

Value	Count	Frequency (%)
1	40880	22.6%
2	37915	21.0%
3	33263	18.4%
4	26261	14.5%
5	17798	9.8%
6	11010	6.1%
7	6388	3.5%
8	3503	1.9%
9	1824	1.0%
10	959	0.5%

Value	Count	Frequency (%)
23	1	< 0.1%
22	1	< 0.1%
21	1	< 0.1%
20	1	< 0.1%
19	2	< 0.1%
18	5	< 0.1%
17	12	< 0.1%
16	18	< 0.1%
15	43	< 0.1%
14	74	< 0.1%

PUFC03_REL
Real number (ℝ)

High correlation

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.9314892

Minimum	1
Maximum	11
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	3
Q3	3
95-th percentile	7
Maximum	11
Range	10
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.8322988
Coefficient of variation (CV)	0.62504028
Kurtosis	3.0582577
Mean	2.9314892
Median Absolute Deviation (MAD)	1
Skewness	1.6046605
Sum	530195
Variance	3.3573191
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
3	81297	44.9%
1	40880	22.6%
2	30065	16.6%
6	13257	7.3%
8	6083	3.4%
5	3611	2.0%
4	2292	1.3%
7	1615	0.9%
11	975	0.5%
10	752	0.4%

Value	Count	Frequency (%)
1	40880	22.6%
2	30065	16.6%
3	81297	44.9%
4	2292	1.3%
5	3611	2.0%
6	13257	7.3%
7	1615	0.9%
8	6083	3.4%
9	35	< 0.1%
10	752	0.4%

Value	Count	Frequency (%)
11	975	0.5%
10	752	0.4%
9	35	< 0.1%
8	6083	3.4%
7	1615	0.9%
6	13257	7.3%
5	3611	2.0%
4	2292	1.3%
3	81297	44.9%
2	30065	16.6%

PUFC04_SEX
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

1	91539
2	89323

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	2
3rd row	1
4th row	1
5th row	2

Common Values

Value	Count	Frequency (%)
1	91539	50.6%
2	89323	49.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	91539	50.6%
2	89323	49.4%

Most occurring characters

Value	Count	Frequency (%)
1	91539	50.6%
2	89323	49.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	91539	50.6%
2	89323	49.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	91539	50.6%
2	89323	49.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	91539	50.6%
2	89323	49.4%

PUFC05_AGE
Real number (ℝ)

High correlation Zeros

Distinct	100
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.889772

Minimum	0
Maximum	99
Zeros	3214
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	11
median	24
Q3	42
95-th percentile	65
Maximum	99
Range	99
Interquartile range (IQR)	31

Descriptive statistics

Standard deviation	20.052132
Coefficient of variation (CV)	0.71897799
Kurtosis	-0.37704568
Mean	27.889772
Median Absolute Deviation (MAD)	15
Skewness	0.65083026
Sum	5044200
Variance	402.08802
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8	4141	2.3%
10	4076	2.3%
7	4044	2.2%
12	4033	2.2%
5	4012	2.2%
4	4002	2.2%
9	3986	2.2%
13	3974	2.2%
15	3947	2.2%
3	3877	2.1%
Other values (90)	140770	77.8%

Value	Count	Frequency (%)
0	3214	1.8%
1	3518	1.9%
2	3728	2.1%
3	3877	2.1%
4	4002	2.2%
5	4012	2.2%
6	3769	2.1%
7	4044	2.2%
8	4141	2.3%
9	3986	2.2%

Value	Count	Frequency (%)
99	8	< 0.1%
98	15	< 0.1%
97	9	< 0.1%
96	11	< 0.1%
95	19	< 0.1%
94	13	< 0.1%
93	20	< 0.1%
92	34	< 0.1%
91	26	< 0.1%
90	49	< 0.1%

PUFC06_MSTAT
Categorical

High correlation

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

1	80708
2	71967
	18339
3	7207
4	2566
Other values (2)	75

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	1
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
1	80708	44.6%
2	71967	39.8%
	18339	10.1%
3	7207	4.0%
4	2566	1.4%
6	51	< 0.1%
5	24	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	80708	49.7%
2	71967	44.3%
3	7207	4.4%
4	2566	1.6%
6	51	< 0.1%
5	24	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
1	80708	44.6%
2	71967	39.8%
	18339	10.1%
3	7207	4.0%
4	2566	1.4%
6	51	< 0.1%
5	24	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	80708	44.6%
2	71967	39.8%
	18339	10.1%
3	7207	4.0%
4	2566	1.4%
6	51	< 0.1%
5	24	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	80708	44.6%
2	71967	39.8%
	18339	10.1%
3	7207	4.0%
4	2566	1.4%
6	51	< 0.1%
5	24	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	80708	44.6%
2	71967	39.8%
	18339	10.1%
3	7207	4.0%
4	2566	1.4%
6	51	< 0.1%
5	24	< 0.1%

PUFC07_GRADE
Text

Distinct	68
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	542586
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	350
2nd row	350
3rd row	350
4th row	320
5th row	350

Value	Count	Frequency (%)
350	33256	20.5%
280	17989	11.1%
320	9059	5.6%
250	8794	5.4%
240	8641	5.3%
330	8026	4.9%
230	7654	4.7%
310	7005	4.3%
220	6551	4.0%
820	5939	3.7%
Other values (57)	49609	30.5%

Most occurring characters

Value	Count	Frequency (%)
0	156071	28.8%
2	85070	15.7%
3	83290	15.4%
	55017	10.1%
5	48646	9.0%
8	39924	7.4%
1	28651	5.3%
4	22054	4.1%
6	20867	3.8%
7	2398	0.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	542586	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	156071	28.8%
2	85070	15.7%
3	83290	15.4%
	55017	10.1%
5	48646	9.0%
8	39924	7.4%
1	28651	5.3%
4	22054	4.1%
6	20867	3.8%
7	2398	0.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	542586	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	156071	28.8%
2	85070	15.7%
3	83290	15.4%
	55017	10.1%
5	48646	9.0%
8	39924	7.4%
1	28651	5.3%
4	22054	4.1%
6	20867	3.8%
7	2398	0.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	542586	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	156071	28.8%
2	85070	15.7%
3	83290	15.4%
	55017	10.1%
5	48646	9.0%
8	39924	7.4%
1	28651	5.3%
4	22054	4.1%
6	20867	3.8%
7	2398	0.4%

PUFC08_CURSCH
Categorical

High correlation

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

	107137
1	51643
2	22082

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row
2nd row
3rd row	2
4th row
5th row

Common Values

Value	Count	Frequency (%)
	107137	59.2%
1	51643	28.6%
2	22082	12.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	51643	70.0%
2	22082	30.0%

Most occurring characters

Value	Count	Frequency (%)
	107137	59.2%
1	51643	28.6%
2	22082	12.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	107137	59.2%
1	51643	28.6%
2	22082	12.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	107137	59.2%
1	51643	28.6%
2	22082	12.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	107137	59.2%
1	51643	28.6%
2	22082	12.2%

PUFC09_GRADTECH
Categorical

High correlation

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

2	117167
	57782
1	5913

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	117167	64.8%
	57782	31.9%
1	5913	3.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	117167	95.2%
1	5913	4.8%

Most occurring characters

Value	Count	Frequency (%)
2	117167	64.8%
	57782	31.9%
1	5913	3.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	117167	64.8%
	57782	31.9%
1	5913	3.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	117167	64.8%
	57782	31.9%
1	5913	3.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	117167	64.8%
	57782	31.9%
1	5913	3.3%

PUFC10_CONWR
Categorical

High correlation Imbalance

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

5	119496
	57782
1	3333
2	210
4	29

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	5
2nd row	5
3rd row	5
4th row	5
5th row	5

Common Values

Value	Count	Frequency (%)
5	119496	66.1%
	57782	31.9%
1	3333	1.8%
2	210	0.1%
4	29	< 0.1%
3	12	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
5	119496	97.1%
1	3333	2.7%
2	210	0.2%
4	29	< 0.1%
3	12	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
5	119496	66.1%
	57782	31.9%
1	3333	1.8%
2	210	0.1%
4	29	< 0.1%
3	12	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
5	119496	66.1%
	57782	31.9%
1	3333	1.8%
2	210	0.1%
4	29	< 0.1%
3	12	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
5	119496	66.1%
	57782	31.9%
1	3333	1.8%
2	210	0.1%
4	29	< 0.1%
3	12	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
5	119496	66.1%
	57782	31.9%
1	3333	1.8%
2	210	0.1%
4	29	< 0.1%
3	12	< 0.1%

PUFC11_WORK
Categorical

High correlation

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

2	87556
1	71412
	21894

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
2	87556	48.4%
1	71412	39.5%
	21894	12.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	87556	55.1%
1	71412	44.9%

Most occurring characters

Value	Count	Frequency (%)
2	87556	48.4%
1	71412	39.5%
	21894	12.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	87556	48.4%
1	71412	39.5%
	21894	12.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	87556	48.4%
1	71412	39.5%
	21894	12.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	87556	48.4%
1	71412	39.5%
	21894	12.1%

PUFC12_JOB
Categorical

High correlation

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

	93306
2	86466
1	1090

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

Value	Count	Frequency (%)
	93306	51.6%
2	86466	47.8%
1	1090	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	86466	98.8%
1	1090	1.2%

Most occurring characters

Value	Count	Frequency (%)
	93306	51.6%
2	86466	47.8%
1	1090	0.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	93306	51.6%
2	86466	47.8%
1	1090	0.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	93306	51.6%
2	86466	47.8%
1	1090	0.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	93306	51.6%
2	86466	47.8%
1	1090	0.6%

PUFC14_PROCC
Categorical

High correlation

Distinct	44
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

	108360
92	10226
61	8515
14	6822
52	5744
Other values (39)	41195

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	361724
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	61
2nd row	92
3rd row	92
4th row	61
5th row	91

Common Values

Value	Count	Frequency (%)
	108360	59.9%
92	10226	5.7%
61	8515	4.7%
14	6822	3.8%
52	5744	3.2%
93	5390	3.0%
13	3968	2.2%
91	3048	1.7%
83	2823	1.6%
51	2793	1.5%
Other values (34)	23173	12.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
92	10226	14.1%
61	8515	11.7%
14	6822	9.4%
52	5744	7.9%
93	5390	7.4%
13	3968	5.5%
91	3048	4.2%
83	2823	3.9%
51	2793	3.9%
71	2524	3.5%
Other values (33)	20649	28.5%

Most occurring characters

Value	Count	Frequency (%)
	216720	59.9%
1	32167	8.9%
2	25939	7.2%
9	19916	5.5%
3	19326	5.3%
4	14081	3.9%
5	12435	3.4%
6	11681	3.2%
7	5454	1.5%
8	3832	1.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	361724	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	216720	59.9%
1	32167	8.9%
2	25939	7.2%
9	19916	5.5%
3	19326	5.3%
4	14081	3.9%
5	12435	3.4%
6	11681	3.2%
7	5454	1.5%
8	3832	1.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	361724	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	216720	59.9%
1	32167	8.9%
2	25939	7.2%
9	19916	5.5%
3	19326	5.3%
4	14081	3.9%
5	12435	3.4%
6	11681	3.2%
7	5454	1.5%
8	3832	1.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	361724	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	216720	59.9%
1	32167	8.9%
2	25939	7.2%
9	19916	5.5%
3	19326	5.3%
4	14081	3.9%
5	12435	3.4%
6	11681	3.2%
7	5454	1.5%
8	3832	1.1%

PUFC16_PKB
Text

Distinct	88
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	361724
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	01
2nd row	01
3rd row	01
4th row	01
5th row	96

Value	Count	Frequency (%)
01	17995	24.8%
47	12317	17.0%
41	4778	6.6%
49	4463	6.2%
84	4301	5.9%
96	4258	5.9%
03	2859	3.9%
56	2440	3.4%
85	2239	3.1%
10	1390	1.9%
Other values (77)	15462	21.3%

Most occurring characters

Value	Count	Frequency (%)
	216720	59.9%
4	30684	8.5%
1	26999	7.5%
0	24549	6.8%
7	13316	3.7%
6	11536	3.2%
8	10211	2.8%
9	10073	2.8%
5	8196	2.3%
3	5130	1.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	361724	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	216720	59.9%
4	30684	8.5%
1	26999	7.5%
0	24549	6.8%
7	13316	3.7%
6	11536	3.2%
8	10211	2.8%
9	10073	2.8%
5	8196	2.3%
3	5130	1.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	361724	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	216720	59.9%
4	30684	8.5%
1	26999	7.5%
0	24549	6.8%
7	13316	3.7%
6	11536	3.2%
8	10211	2.8%
9	10073	2.8%
5	8196	2.3%
3	5130	1.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	361724	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	216720	59.9%
4	30684	8.5%
1	26999	7.5%
0	24549	6.8%
7	13316	3.7%
6	11536	3.2%
8	10211	2.8%
9	10073	2.8%
5	8196	2.3%
3	5130	1.4%

PUFC17_NATEM
Categorical

High correlation

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

	109507
1	53886
2	14929
3	2540

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	2
3rd row	2
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
	109507	60.5%
1	53886	29.8%
2	14929	8.3%
3	2540	1.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	53886	75.5%
2	14929	20.9%
3	2540	3.6%

Most occurring characters

Value	Count	Frequency (%)
	109507	60.5%
1	53886	29.8%
2	14929	8.3%
3	2540	1.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	109507	60.5%
1	53886	29.8%
2	14929	8.3%
3	2540	1.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	109507	60.5%
1	53886	29.8%
2	14929	8.3%
3	2540	1.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	109507	60.5%
1	53886	29.8%
2	14929	8.3%
3	2540	1.4%

PUFC18_PNWHRS
Categorical

High correlation Imbalance

Distinct	17
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

	109507
08	35535
06	5930
10	5518
04	4684
Other values (12)	19688

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	361724
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	08
2nd row	04
3rd row	08
4th row	04
5th row	12

Common Values

Value	Count	Frequency (%)
	109507	60.5%
08	35535	19.6%
06	5930	3.3%
10	5518	3.1%
04	4684	2.6%
05	3906	2.2%
12	3649	2.0%
09	2415	1.3%
03	2355	1.3%
07	2290	1.3%
Other values (7)	5073	2.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
08	35535	49.8%
06	5930	8.3%
10	5518	7.7%
04	4684	6.6%
05	3906	5.5%
12	3649	5.1%
09	2415	3.4%
03	2355	3.3%
07	2290	3.2%
02	2173	3.0%
Other values (6)	2900	4.1%

Most occurring characters

Value	Count	Frequency (%)
	219014	60.5%
0	65712	18.2%
8	35535	9.8%
1	12666	3.5%
6	6225	1.7%
2	5822	1.6%
4	5088	1.4%
5	4183	1.2%
3	2774	0.8%
9	2415	0.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	361724	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	219014	60.5%
0	65712	18.2%
8	35535	9.8%
1	12666	3.5%
6	6225	1.7%
2	5822	1.6%
4	5088	1.4%
5	4183	1.2%
3	2774	0.8%
9	2415	0.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	361724	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	219014	60.5%
0	65712	18.2%
8	35535	9.8%
1	12666	3.5%
6	6225	1.7%
2	5822	1.6%
4	5088	1.4%
5	4183	1.2%
3	2774	0.8%
9	2415	0.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	361724	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	219014	60.5%
0	65712	18.2%
8	35535	9.8%
1	12666	3.5%
6	6225	1.7%
2	5822	1.6%
4	5088	1.4%
5	4183	1.2%
3	2774	0.8%
9	2415	0.7%

PUFC19_PHOURS
Text

Distinct	103
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	542586
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7 ?
Unique (%)	< 0.1%

Sample

1st row	024
2nd row	008
3rd row	024
4th row	020
5th row	072

Value	Count	Frequency (%)
048	18081	25.3%
040	8888	12.5%
056	3191	4.5%
024	3049	4.3%
060	2646	3.7%
042	2279	3.2%
070	2150	3.0%
036	2135	3.0%
030	1966	2.8%
016	1649	2.3%
Other values (92)	25321	35.5%

Most occurring characters

Value	Count	Frequency (%)
	328521	60.5%
0	95668	17.6%
4	37664	6.9%
8	23479	4.3%
2	14540	2.7%
6	11515	2.1%
5	8462	1.6%
1	8103	1.5%
3	7839	1.4%
7	5131	0.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	542586	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	328521	60.5%
0	95668	17.6%
4	37664	6.9%
8	23479	4.3%
2	14540	2.7%
6	11515	2.1%
5	8462	1.6%
1	8103	1.5%
3	7839	1.4%
7	5131	0.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	542586	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	328521	60.5%
0	95668	17.6%
4	37664	6.9%
8	23479	4.3%
2	14540	2.7%
6	11515	2.1%
5	8462	1.6%
1	8103	1.5%
3	7839	1.4%
7	5131	0.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	542586	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	328521	60.5%
0	95668	17.6%
4	37664	6.9%
8	23479	4.3%
2	14540	2.7%
6	11515	2.1%
5	8462	1.6%
1	8103	1.5%
3	7839	1.4%
7	5131	0.9%

PUFC20_PWMORE
Categorical

High correlation

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

	109507
2	57418
1	13937

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	2
3rd row	1
4th row	1
5th row	2

Common Values

Value	Count	Frequency (%)
	109507	60.5%
2	57418	31.7%
1	13937	7.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	57418	80.5%
1	13937	19.5%

Most occurring characters

Value	Count	Frequency (%)
	109507	60.5%
2	57418	31.7%
1	13937	7.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	109507	60.5%
2	57418	31.7%
1	13937	7.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	109507	60.5%
2	57418	31.7%
1	13937	7.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	109507	60.5%
2	57418	31.7%
1	13937	7.7%

PUFC21_PLADDW
Categorical

High correlation

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

	109507
2	63881
1	7474

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	2
3rd row	1
4th row	1
5th row	2

Common Values

Value	Count	Frequency (%)
	109507	60.5%
2	63881	35.3%
1	7474	4.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	63881	89.5%
1	7474	10.5%

Most occurring characters

Value	Count	Frequency (%)
	109507	60.5%
2	63881	35.3%
1	7474	4.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	109507	60.5%
2	63881	35.3%
1	7474	4.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	109507	60.5%
2	63881	35.3%
1	7474	4.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	109507	60.5%
2	63881	35.3%
1	7474	4.1%

PUFC22_PFWRK
Categorical

High correlation

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

	109507
2	69856
1	1499

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
	109507	60.5%
2	69856	38.6%
1	1499	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	69856	97.9%
1	1499	2.1%

Most occurring characters

Value	Count	Frequency (%)
	109507	60.5%
2	69856	38.6%
1	1499	0.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	109507	60.5%
2	69856	38.6%
1	1499	0.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	109507	60.5%
2	69856	38.6%
1	1499	0.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	109507	60.5%
2	69856	38.6%
1	1499	0.8%

PUFC23_PCLASS
Categorical

High correlation

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

	109507
1	32049
3	20788
2	6327
6	6324
Other values (3)	5867

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	6
3rd row	1
4th row	3
5th row	0

Common Values

Value	Count	Frequency (%)
	109507	60.5%
1	32049	17.7%
3	20788	11.5%
2	6327	3.5%
6	6324	3.5%
0	3323	1.8%
4	2328	1.3%
5	216	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	32049	44.9%
3	20788	29.1%
2	6327	8.9%
6	6324	8.9%
0	3323	4.7%
4	2328	3.3%
5	216	0.3%

Most occurring characters

Value	Count	Frequency (%)
	109507	60.5%
1	32049	17.7%
3	20788	11.5%
2	6327	3.5%
6	6324	3.5%
0	3323	1.8%
4	2328	1.3%
5	216	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	109507	60.5%
1	32049	17.7%
3	20788	11.5%
2	6327	3.5%
6	6324	3.5%
0	3323	1.8%
4	2328	1.3%
5	216	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	109507	60.5%
1	32049	17.7%
3	20788	11.5%
2	6327	3.5%
6	6324	3.5%
0	3323	1.8%
4	2328	1.3%
5	216	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	109507	60.5%
1	32049	17.7%
3	20788	11.5%
2	6327	3.5%
6	6324	3.5%
0	3323	1.8%
4	2328	1.3%
5	216	0.1%

PUFC24_PBASIS
Categorical

Imbalance

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

	138947
4	17593
3	16419
7	5327
1	837
Other values (4)	1739

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row
2nd row
3rd row	3
4th row
5th row	4

Common Values

Value	Count	Frequency (%)
	138947	76.8%
4	17593	9.7%
3	16419	9.1%
7	5327	2.9%
1	837	0.5%
5	722	0.4%
6	499	0.3%
2	261	0.1%
0	257	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	17593	42.0%
3	16419	39.2%
7	5327	12.7%
1	837	2.0%
5	722	1.7%
6	499	1.2%
2	261	0.6%
0	257	0.6%

Most occurring characters

Value	Count	Frequency (%)
	138947	76.8%
4	17593	9.7%
3	16419	9.1%
7	5327	2.9%
1	837	0.5%
5	722	0.4%
6	499	0.3%
2	261	0.1%
0	257	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	138947	76.8%
4	17593	9.7%
3	16419	9.1%
7	5327	2.9%
1	837	0.5%
5	722	0.4%
6	499	0.3%
2	261	0.1%
0	257	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	138947	76.8%
4	17593	9.7%
3	16419	9.1%
7	5327	2.9%
1	837	0.5%
5	722	0.4%
6	499	0.3%
2	261	0.1%
0	257	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	138947	76.8%
4	17593	9.7%
3	16419	9.1%
7	5327	2.9%
1	837	0.5%
5	722	0.4%
6	499	0.3%
2	261	0.1%
0	257	0.1%

PUFC25_PBASIC
Text

Distinct	1152
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	904310
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	337 ?
Unique (%)	0.2%

Sample

1st row
2nd row
3rd row	00250
4th row
5th row	00115

Value	Count	Frequency (%)
00200	3216	8.8%
00300	2834	7.7%
00250	2622	7.2%
00481	1756	4.8%
00350	1666	4.6%
00150	1618	4.4%
00400	1210	3.3%
00500	1178	3.2%
00100	1100	3.0%
00353	465	1.3%
Other values (1141)	18923	51.7%

Most occurring characters

Value	Count	Frequency (%)
	721370	79.8%
0	106007	11.7%
5	13639	1.5%
1	12403	1.4%
2	11995	1.3%
3	11938	1.3%
4	7358	0.8%
8	7016	0.8%
6	5043	0.6%
7	4112	0.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	904310	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	721370	79.8%
0	106007	11.7%
5	13639	1.5%
1	12403	1.4%
2	11995	1.3%
3	11938	1.3%
4	7358	0.8%
8	7016	0.8%
6	5043	0.6%
7	4112	0.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	904310	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	721370	79.8%
0	106007	11.7%
5	13639	1.5%
1	12403	1.4%
2	11995	1.3%
3	11938	1.3%
4	7358	0.8%
8	7016	0.8%
6	5043	0.6%
7	4112	0.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	904310	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	721370	79.8%
0	106007	11.7%
5	13639	1.5%
1	12403	1.4%
2	11995	1.3%
3	11938	1.3%
4	7358	0.8%
8	7016	0.8%
6	5043	0.6%
7	4112	0.5%

PUFC26_OJOB
Categorical

High correlation

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

	109507
2	65417
1	5938

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	2
3rd row	1
4th row	1
5th row	2

Common Values

Value	Count	Frequency (%)
	109507	60.5%
2	65417	36.2%
1	5938	3.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	65417	91.7%
1	5938	8.3%

Most occurring characters

Value	Count	Frequency (%)
	109507	60.5%
2	65417	36.2%
1	5938	3.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	109507	60.5%
2	65417	36.2%
1	5938	3.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	109507	60.5%
2	65417	36.2%
1	5938	3.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	109507	60.5%
2	65417	36.2%
1	5938	3.3%

PUFC27_NJOBS
Categorical

High correlation Imbalance

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

	174924
1	5402
2	507
3	23
4	4

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row
3rd row	1
4th row	2
5th row

Common Values

Value	Count	Frequency (%)
	174924	96.7%
1	5402	3.0%
2	507	0.3%
3	23	< 0.1%
4	4	< 0.1%
5	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	5402	91.0%
2	507	8.5%
3	23	0.4%
4	4	0.1%
5	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
	174924	96.7%
1	5402	3.0%
2	507	0.3%
3	23	< 0.1%
4	4	< 0.1%
5	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	174924	96.7%
1	5402	3.0%
2	507	0.3%
3	23	< 0.1%
4	4	< 0.1%
5	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	174924	96.7%
1	5402	3.0%
2	507	0.3%
3	23	< 0.1%
4	4	< 0.1%
5	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	174924	96.7%
1	5402	3.0%
2	507	0.3%
3	23	< 0.1%
4	4	< 0.1%
5	2	< 0.1%

PUFC28_THOURS
Text

Distinct	111
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	542586
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

1st row	032
2nd row	008
3rd row	034
4th row	033
5th row	072

Value	Count	Frequency (%)
048	18094	25.4%
040	8624	12.1%
056	3412	4.8%
024	2717	3.8%
060	2710	3.8%
042	2240	3.1%
070	2161	3.0%
036	2037	2.9%
030	1875	2.6%
072	1582	2.2%
Other values (100)	25903	36.3%

Most occurring characters

Value	Count	Frequency (%)
	328521	60.5%
0	94576	17.4%
4	37624	6.9%
8	23434	4.3%
2	14176	2.6%
6	11850	2.2%
5	9392	1.7%
3	8060	1.5%
1	7717	1.4%
7	5359	1.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	542586	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	328521	60.5%
0	94576	17.4%
4	37624	6.9%
8	23434	4.3%
2	14176	2.6%
6	11850	2.2%
5	9392	1.7%
3	8060	1.5%
1	7717	1.4%
7	5359	1.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	542586	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	328521	60.5%
0	94576	17.4%
4	37624	6.9%
8	23434	4.3%
2	14176	2.6%
6	11850	2.2%
5	9392	1.7%
3	8060	1.5%
1	7717	1.4%
7	5359	1.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	542586	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	328521	60.5%
0	94576	17.4%
4	37624	6.9%
8	23434	4.3%
2	14176	2.6%
6	11850	2.2%
5	9392	1.7%
3	8060	1.5%
1	7717	1.4%
7	5359	1.0%

PUFC29_WWM48H
Categorical

Imbalance

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

	163629
1	10587
2	6352
4	164
3	103

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row	2

Common Values

Value	Count	Frequency (%)
	163629	90.5%
1	10587	5.9%
2	6352	3.5%
4	164	0.1%
3	103	0.1%
5	27	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	10587	61.4%
2	6352	36.9%
4	164	1.0%
3	103	0.6%
5	27	0.2%

Most occurring characters

Value	Count	Frequency (%)
	163629	90.5%
1	10587	5.9%
2	6352	3.5%
4	164	0.1%
3	103	0.1%
5	27	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	163629	90.5%
1	10587	5.9%
2	6352	3.5%
4	164	0.1%
3	103	0.1%
5	27	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	163629	90.5%
1	10587	5.9%
2	6352	3.5%
4	164	0.1%
3	103	0.1%
5	27	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	163629	90.5%
1	10587	5.9%
2	6352	3.5%
4	164	0.1%
3	103	0.1%
5	27	< 0.1%

PUFC30_LOOKW
Categorical

High correlation

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

	132692
2	45877
1	2293

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

Value	Count	Frequency (%)
	132692	73.4%
2	45877	25.4%
1	2293	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	45877	95.2%
1	2293	4.8%

Most occurring characters

Value	Count	Frequency (%)
	132692	73.4%
2	45877	25.4%
1	2293	1.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	132692	73.4%
2	45877	25.4%
1	2293	1.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	132692	73.4%
2	45877	25.4%
1	2293	1.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	132692	73.4%
2	45877	25.4%
1	2293	1.3%

PUFC31_FLWRK
Categorical

High correlation Imbalance

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

	178569
2	1838
1	455

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

Value	Count	Frequency (%)
	178569	98.7%
2	1838	1.0%
1	455	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	1838	80.2%
1	455	19.8%

Most occurring characters

Value	Count	Frequency (%)
	178569	98.7%
2	1838	1.0%
1	455	0.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	178569	98.7%
2	1838	1.0%
1	455	0.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	178569	98.7%
2	1838	1.0%
1	455	0.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	178569	98.7%
2	1838	1.0%
1	455	0.3%

PUFC32_JOBSM
Categorical

High correlation Imbalance

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

	178569
4	761
3	724
2	448
1	189
Other values (2)	171

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

Value	Count	Frequency (%)
	178569	98.7%
4	761	0.4%
3	724	0.4%
2	448	0.2%
1	189	0.1%
5	114	0.1%
6	57	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	761	33.2%
3	724	31.6%
2	448	19.5%
1	189	8.2%
5	114	5.0%
6	57	2.5%

Most occurring characters

Value	Count	Frequency (%)
	178569	98.7%
4	761	0.4%
3	724	0.4%
2	448	0.2%
1	189	0.1%
5	114	0.1%
6	57	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	178569	98.7%
4	761	0.4%
3	724	0.4%
2	448	0.2%
1	189	0.1%
5	114	0.1%
6	57	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	178569	98.7%
4	761	0.4%
3	724	0.4%
2	448	0.2%
1	189	0.1%
5	114	0.1%
6	57	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	178569	98.7%
4	761	0.4%
3	724	0.4%
2	448	0.2%
1	189	0.1%
5	114	0.1%
6	57	< 0.1%

PUFC33_WEEKS
Categorical

High correlation Imbalance

Distinct	36
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

	178569
002	581
001	578
004	328
003	314
Other values (31)	492

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	542586
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9 ?
Unique (%)	< 0.1%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

Value	Count	Frequency (%)
	178569	98.7%
002	581	0.3%
001	578	0.3%
004	328	0.2%
003	314	0.2%
008	113	0.1%
005	72	< 0.1%
012	69	< 0.1%
006	68	< 0.1%
010	31	< 0.1%
Other values (26)	139	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
002	581	25.3%
001	578	25.2%
004	328	14.3%
003	314	13.7%
008	113	4.9%
005	72	3.1%
012	69	3.0%
006	68	3.0%
010	31	1.4%
016	24	1.0%
Other values (25)	115	5.0%

Most occurring characters

Value	Count	Frequency (%)
	535707	98.7%
0	4428	0.8%
1	730	0.1%
2	695	0.1%
4	353	0.1%
3	323	0.1%
8	125	< 0.1%
6	103	< 0.1%
5	84	< 0.1%
7	22	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	542586	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	535707	98.7%
0	4428	0.8%
1	730	0.1%
2	695	0.1%
4	353	0.1%
3	323	0.1%
8	125	< 0.1%
6	103	< 0.1%
5	84	< 0.1%
7	22	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	542586	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	535707	98.7%
0	4428	0.8%
1	730	0.1%
2	695	0.1%
4	353	0.1%
3	323	0.1%
8	125	< 0.1%
6	103	< 0.1%
5	84	< 0.1%
7	22	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	542586	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	535707	98.7%
0	4428	0.8%
1	730	0.1%
2	695	0.1%
4	353	0.1%
3	323	0.1%
8	125	< 0.1%
6	103	< 0.1%
5	84	< 0.1%
7	22	< 0.1%

PUFC34_WYNOT
Categorical

High correlation Imbalance

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

	134985
7	20584
8	12852
6	7583
9	1182
Other values (5)	3676

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

Value	Count	Frequency (%)
	134985	74.6%
7	20584	11.4%
8	12852	7.1%
6	7583	4.2%
9	1182	0.7%
3	1177	0.7%
1	849	0.5%
5	792	0.4%
2	744	0.4%
4	114	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
7	20584	44.9%
8	12852	28.0%
6	7583	16.5%
9	1182	2.6%
3	1177	2.6%
1	849	1.9%
5	792	1.7%
2	744	1.6%
4	114	0.2%

Most occurring characters

Value	Count	Frequency (%)
	134985	74.6%
7	20584	11.4%
8	12852	7.1%
6	7583	4.2%
9	1182	0.7%
3	1177	0.7%
1	849	0.5%
5	792	0.4%
2	744	0.4%
4	114	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	134985	74.6%
7	20584	11.4%
8	12852	7.1%
6	7583	4.2%
9	1182	0.7%
3	1177	0.7%
1	849	0.5%
5	792	0.4%
2	744	0.4%
4	114	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	134985	74.6%
7	20584	11.4%
8	12852	7.1%
6	7583	4.2%
9	1182	0.7%
3	1177	0.7%
1	849	0.5%
5	792	0.4%
2	744	0.4%
4	114	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	134985	74.6%
7	20584	11.4%
8	12852	7.1%
6	7583	4.2%
9	1182	0.7%
3	1177	0.7%
1	849	0.5%
5	792	0.4%
2	744	0.4%
4	114	0.1%

PUFC35_LTLOOKW
Categorical

High correlation Imbalance

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

	179269
1	662
3	485
2	446

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

Value	Count	Frequency (%)
	179269	99.1%
1	662	0.4%
3	485	0.3%
2	446	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	662	41.6%
3	485	30.4%
2	446	28.0%

Most occurring characters

Value	Count	Frequency (%)
	179269	99.1%
1	662	0.4%
3	485	0.3%
2	446	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	179269	99.1%
1	662	0.4%
3	485	0.3%
2	446	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	179269	99.1%
1	662	0.4%
3	485	0.3%
2	446	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	179269	99.1%
1	662	0.4%
3	485	0.3%
2	446	0.2%

PUFC36_AVAIL
Categorical

High correlation Imbalance

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

	174893
1	4293
2	1676

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

Value	Count	Frequency (%)
	174893	96.7%
1	4293	2.4%
2	1676	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	4293	71.9%
2	1676	28.1%

Most occurring characters

Value	Count	Frequency (%)
	174893	96.7%
1	4293	2.4%
2	1676	0.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	174893	96.7%
1	4293	2.4%
2	1676	0.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	174893	96.7%
1	4293	2.4%
2	1676	0.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	174893	96.7%
1	4293	2.4%
2	1676	0.9%

PUFC37_WILLING
Categorical

High correlation Imbalance

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

	174893
1	4586
2	1383

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

Value	Count	Frequency (%)
	174893	96.7%
1	4586	2.5%
2	1383	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	4586	76.8%
2	1383	23.2%

Most occurring characters

Value	Count	Frequency (%)
	174893	96.7%
1	4586	2.5%
2	1383	0.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	174893	96.7%
1	4586	2.5%
2	1383	0.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	174893	96.7%
1	4586	2.5%
2	1383	0.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	174893	96.7%
1	4586	2.5%
2	1383	0.8%

PUFC38_PREVJOB
Categorical

High correlation

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

	132692
1	27880
2	20290

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

Value	Count	Frequency (%)
	132692	73.4%
1	27880	15.4%
2	20290	11.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	27880	57.9%
2	20290	42.1%

Most occurring characters

Value	Count	Frequency (%)
	132692	73.4%
1	27880	15.4%
2	20290	11.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	132692	73.4%
1	27880	15.4%
2	20290	11.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	132692	73.4%
1	27880	15.4%
2	20290	11.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	132692	73.4%
1	27880	15.4%
2	20290	11.2%

PUFC40_POCC
Categorical

High correlation Imbalance

Distinct	44
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

	152982
52	4963
91	4275
92	3878
61	1830
Other values (39)	12934

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	361724
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

Value	Count	Frequency (%)
	152982	84.6%
52	4963	2.7%
91	4275	2.4%
92	3878	2.1%
61	1830	1.0%
93	1696	0.9%
51	1460	0.8%
14	1039	0.6%
75	883	0.5%
41	741	0.4%
Other values (34)	7115	3.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
52	4963	17.8%
91	4275	15.3%
92	3878	13.9%
61	1830	6.6%
93	1696	6.1%
51	1460	5.2%
14	1039	3.7%
75	883	3.2%
41	741	2.7%
83	616	2.2%
Other values (33)	6499	23.3%

Most occurring characters

Value	Count	Frequency (%)
	305964	84.6%
2	11664	3.2%
1	11165	3.1%
9	10291	2.8%
5	8217	2.3%
3	5405	1.5%
4	3436	0.9%
6	2419	0.7%
7	1900	0.5%
8	1116	0.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	361724	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	305964	84.6%
2	11664	3.2%
1	11165	3.1%
9	10291	2.8%
5	8217	2.3%
3	5405	1.5%
4	3436	0.9%
6	2419	0.7%
7	1900	0.5%
8	1116	0.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	361724	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	305964	84.6%
2	11664	3.2%
1	11165	3.1%
9	10291	2.8%
5	8217	2.3%
3	5405	1.5%
4	3436	0.9%
6	2419	0.7%
7	1900	0.5%
8	1116	0.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	361724	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	305964	84.6%
2	11664	3.2%
1	11165	3.1%
9	10291	2.8%
5	8217	2.3%
3	5405	1.5%
4	3436	0.9%
6	2419	0.7%
7	1900	0.5%
8	1116	0.3%

PUFC41_WQTR
Categorical

High correlation

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

	81627
1	73037
2	26198

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
	81627	45.1%
1	73037	40.4%
2	26198	14.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	73037	73.6%
2	26198	26.4%

Most occurring characters

Value	Count	Frequency (%)
	81627	45.1%
1	73037	40.4%
2	26198	14.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	81627	45.1%
1	73037	40.4%
2	26198	14.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	81627	45.1%
1	73037	40.4%
2	26198	14.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	81627	45.1%
1	73037	40.4%
2	26198	14.5%

PUFC43_QKB
Text

Distinct	89
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	361724
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	01
2nd row	01
3rd row	01
4th row	01
5th row	96

Value	Count	Frequency (%)
01	18499	25.3%
47	12105	16.6%
41	4813	6.6%
49	4471	6.1%
84	4216	5.8%
96	4199	5.7%
03	2796	3.8%
56	2523	3.5%
85	2304	3.2%
10	1444	2.0%
Other values (78)	15667	21.5%

Most occurring characters

Value	Count	Frequency (%)
	215650	59.6%
4	30343	8.4%
1	27639	7.6%
0	24979	6.9%
7	13351	3.7%
6	11607	3.2%
9	10253	2.8%
8	10249	2.8%
5	8345	2.3%
3	5039	1.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	361724	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	215650	59.6%
4	30343	8.4%
1	27639	7.6%
0	24979	6.9%
7	13351	3.7%
6	11607	3.2%
9	10253	2.8%
8	10249	2.8%
5	8345	2.3%
3	5039	1.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	361724	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	215650	59.6%
4	30343	8.4%
1	27639	7.6%
0	24979	6.9%
7	13351	3.7%
6	11607	3.2%
9	10253	2.8%
8	10249	2.8%
5	8345	2.3%
3	5039	1.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	361724	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	215650	59.6%
4	30343	8.4%
1	27639	7.6%
0	24979	6.9%
7	13351	3.7%
6	11607	3.2%
9	10253	2.8%
8	10249	2.8%
5	8345	2.3%
3	5039	1.4%

PUFNEWEMPSTAT
Categorical

High correlation

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

1	71355
	61337
3	43877
2	4293

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	180862
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	71355	39.5%
	61337	33.9%
3	43877	24.3%
2	4293	2.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	71355	59.7%
3	43877	36.7%
2	4293	3.6%

Most occurring characters

Value	Count	Frequency (%)
1	71355	39.5%
	61337	33.9%
3	43877	24.3%
2	4293	2.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	71355	39.5%
	61337	33.9%
3	43877	24.3%
2	4293	2.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	71355	39.5%
	61337	33.9%
3	43877	24.3%
2	4293	2.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180862	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	71355	39.5%
	61337	33.9%
3	43877	24.3%
2	4293	2.4%

Interactions

Correlations

	PUFC01_LNO	PUFC03_REL	PUFC04_SEX	PUFC05_AGE	PUFC06_MSTAT	PUFC08_CURSCH	PUFC09_GRADTECH	PUFC10_CONWR	PUFC11_WORK	PUFC12_JOB	PUFC14_PROCC	PUFC17_NATEM	PUFC18_PNWHRS	PUFC20_PWMORE	PUFC21_PLADDW	PUFC22_PFWRK	PUFC23_PCLASS	PUFC24_PBASIS	PUFC26_OJOB	PUFC27_NJOBS	PUFC29_WWM48H	PUFC30_LOOKW	PUFC31_FLWRK	PUFC32_JOBSM	PUFC33_WEEKS	PUFC34_WYNOT	PUFC35_LTLOOKW	PUFC36_AVAIL	PUFC37_WILLING	PUFC38_PREVJOB	PUFC40_POCC	PUFC41_WQTR	PUFHHNUM	PUFHHSIZE	PUFNEWEMPSTAT	PUFPRRCD	PUFPRV	PUFPSU	PUFPWGTFIN	PUFREG	PUFRPL	PUFURB2K10
PUFC01_LNO	1.000	0.842	0.009	-0.694	0.222	0.276	0.344	0.218	0.287	0.142	0.127	0.218	0.125	0.264	0.264	0.266	0.146	0.077	0.265	0.054	0.071	0.071	0.017	0.004	0.000	0.069	0.006	0.021	0.021	0.128	0.055	0.344	0.011	0.499	0.283	-0.012	-0.012	-0.007	0.007	0.011	0.006	0.022
PUFC03_REL	0.842	1.000	0.084	-0.621	0.387	0.449	0.447	0.284	0.357	0.212	0.233	0.291	0.174	0.347	0.346	0.353	0.266	0.119	0.349	0.076	0.155	0.134	0.044	0.024	0.021	0.152	0.028	0.054	0.055	0.232	0.108	0.480	-0.009	0.321	0.373	-0.006	-0.006	-0.010	0.013	-0.008	0.008	0.083
PUFC04_SEX	0.009	0.084	1.000	0.046	0.124	0.019	0.041	0.016	0.190	0.181	0.369	0.182	0.197	0.183	0.183	0.177	0.256	0.188	0.182	0.083	0.045	0.220	0.018	0.017	0.015	0.305	0.026	0.043	0.043	0.221	0.274	0.223	0.007	0.004	0.248	0.013	0.012	0.000	0.020	0.012	0.002	0.010
PUFC05_AGE	-0.694	-0.621	0.046	1.000	0.446	0.646	0.618	0.393	0.551	0.327	0.225	0.368	0.214	0.438	0.438	0.449	0.256	0.162	0.440	0.078	0.124	0.285	0.099	0.056	0.044	0.272	0.053	0.123	0.126	0.379	0.167	0.600	-0.032	-0.213	0.521	0.008	0.008	-0.009	-0.027	-0.032	0.002	0.063
PUFC06_MSTAT	0.222	0.387	0.124	0.446	1.000	0.568	0.494	0.313	0.702	0.364	0.213	0.287	0.201	0.343	0.343	0.352	0.212	0.119	0.345	0.070	0.100	0.175	0.049	0.026	0.025	0.225	0.032	0.060	0.060	0.276	0.149	0.494	0.024	0.093	0.401	0.016	0.016	0.008	0.012	0.027	0.007	0.036
PUFC08_CURSCH	0.276	0.449	0.019	0.646	0.568	1.000	0.374	0.375	0.434	0.428	0.342	0.342	0.329	0.327	0.327	0.343	0.349	0.234	0.329	0.089	0.144	0.101	0.100	0.092	0.092	0.337	0.074	0.124	0.124	0.234	0.176	0.438	0.040	0.141	0.398	0.033	0.034	0.009	0.020	0.044	0.004	0.029
PUFC09_GRADTECH	0.344	0.447	0.041	0.618	0.494	0.374	1.000	0.708	0.418	0.183	0.389	0.392	0.392	0.392	0.392	0.392	0.393	0.268	0.392	0.090	0.158	0.295	0.060	0.059	0.059	0.287	0.046	0.092	0.092	0.295	0.214	0.535	0.046	0.126	0.678	0.036	0.036	0.006	0.019	0.054	0.004	0.059
PUFC10_CONWR	0.218	0.284	0.016	0.393	0.313	0.375	0.708	1.000	0.514	0.198	0.250	0.334	0.258	0.409	0.409	0.409	0.259	0.176	0.409	0.059	0.104	0.305	0.057	0.036	0.035	0.187	0.039	0.093	0.093	0.305	0.137	0.559	0.037	0.082	0.577	0.023	0.023	0.007	0.015	0.042	0.003	0.052
PUFC11_WORK	0.287	0.357	0.190	0.551	0.702	0.434	0.418	0.514	1.000	0.707	0.698	0.689	0.689	0.689	0.689	0.689	0.689	0.468	0.689	0.161	0.284	0.440	0.083	0.083	0.082	0.425	0.069	0.135	0.135	0.440	0.311	0.679	0.029	0.097	0.758	0.030	0.030	0.008	0.009	0.028	0.006	0.006
PUFC12_JOB	0.142	0.212	0.181	0.327	0.364	0.428	0.183	0.198	0.707	1.000	0.570	0.547	0.548	0.547	0.547	0.547	0.551	0.373	0.547	0.126	0.222	0.445	0.084	0.084	0.083	0.431	0.070	0.136	0.136	0.445	0.315	0.515	0.029	0.067	0.584	0.032	0.032	0.008	0.019	0.033	0.005	0.009
PUFC14_PROCC	0.127	0.233	0.369	0.225	0.213	0.342	0.389	0.250	0.698	0.570	1.000	0.615	0.295	0.707	0.706	0.703	0.668	0.400	0.714	0.137	0.287	0.348	0.064	0.035	0.003	0.158	0.042	0.106	0.106	0.348	0.051	0.659	0.084	0.050	0.570	0.066	0.066	0.028	0.037	0.096	0.010	0.272
PUFC17_NATEM	0.218	0.291	0.182	0.368	0.287	0.342	0.392	0.334	0.689	0.547	0.615	1.000	0.582	0.711	0.712	0.711	0.600	0.442	0.708	0.134	0.241	0.344	0.065	0.052	0.051	0.272	0.044	0.105	0.105	0.344	0.198	0.669	0.042	0.084	0.577	0.040	0.040	0.014	0.015	0.047	0.005	0.061
PUFC18_PNWHRS	0.125	0.174	0.197	0.214	0.201	0.329	0.392	0.258	0.689	0.548	0.295	0.582	1.000	0.714	0.712	0.707	0.437	0.286	0.714	0.120	0.350	0.344	0.064	0.036	0.018	0.157	0.043	0.105	0.105	0.344	0.085	0.668	0.054	0.047	0.577	0.044	0.044	0.016	0.021	0.061	0.009	0.154
PUFC20_PWMORE	0.264	0.347	0.183	0.438	0.343	0.327	0.392	0.409	0.689	0.547	0.707	0.711	0.714	1.000	0.809	0.707	0.709	0.492	0.730	0.239	0.291	0.344	0.065	0.064	0.063	0.333	0.054	0.105	0.105	0.344	0.243	0.668	0.055	0.098	0.707	0.058	0.058	0.018	0.017	0.073	0.008	0.078
PUFC21_PLADDW	0.264	0.346	0.183	0.438	0.343	0.327	0.392	0.409	0.689	0.547	0.706	0.712	0.712	0.809	1.000	0.707	0.708	0.489	0.741	0.271	0.288	0.344	0.065	0.064	0.063	0.333	0.054	0.105	0.105	0.344	0.243	0.668	0.058	0.098	0.707	0.060	0.061	0.023	0.022	0.070	0.009	0.079
PUFC22_PFWRK	0.266	0.353	0.177	0.449	0.352	0.343	0.392	0.409	0.689	0.547	0.703	0.711	0.707	0.707	0.707	1.000	0.710	0.483	0.708	0.163	0.286	0.344	0.065	0.064	0.063	0.333	0.054	0.105	0.105	0.344	0.243	0.668	0.044	0.099	0.707	0.036	0.036	0.015	0.014	0.043	0.002	0.022
PUFC23_PCLASS	0.146	0.266	0.256	0.256	0.212	0.349	0.393	0.259	0.689	0.551	0.668	0.600	0.437	0.709	0.708	0.710	1.000	0.400	0.713	0.117	0.251	0.344	0.064	0.037	0.032	0.178	0.043	0.105	0.105	0.344	0.129	0.668	0.064	0.058	0.577	0.045	0.046	0.020	0.025	0.072	0.005	0.158
PUFC24_PBASIS	0.077	0.119	0.188	0.162	0.119	0.234	0.268	0.176	0.468	0.373	0.400	0.442	0.286	0.492	0.489	0.483	0.400	1.000	0.488	0.052	0.155	0.234	0.044	0.025	0.017	0.113	0.029	0.071	0.071	0.234	0.081	0.454	0.063	0.030	0.393	0.053	0.053	0.015	0.019	0.070	0.010	0.150
PUFC26_OJOB	0.265	0.349	0.182	0.440	0.345	0.329	0.392	0.409	0.689	0.547	0.714	0.708	0.714	0.730	0.741	0.708	0.713	0.488	1.000	0.707	0.300	0.344	0.065	0.064	0.063	0.333	0.054	0.105	0.105	0.344	0.243	0.668	0.063	0.098	0.707	0.050	0.049	0.014	0.025	0.069	0.003	0.095
PUFC27_NJOBS	0.054	0.076	0.083	0.078	0.070	0.089	0.090	0.059	0.161	0.126	0.137	0.134	0.120	0.239	0.271	0.163	0.117	0.052	0.707	1.000	0.085	0.078	0.014	0.007	0.000	0.048	0.009	0.023	0.023	0.078	0.032	0.156	0.035	0.018	0.132	0.028	0.027	0.007	0.015	0.040	0.000	0.091
PUFC29_WWM48H	0.071	0.155	0.045	0.124	0.100	0.144	0.158	0.104	0.284	0.222	0.287	0.241	0.350	0.291	0.288	0.286	0.251	0.155	0.300	0.085	1.000	0.138	0.025	0.015	0.009	0.084	0.017	0.042	0.042	0.138	0.060	0.272	0.028	0.027	0.232	0.022	0.023	0.009	0.009	0.032	0.004	0.060
PUFC30_LOOKW	0.071	0.134	0.220	0.285	0.175	0.101	0.295	0.305	0.440	0.445	0.348	0.344	0.344	0.344	0.344	0.344	0.344	0.234	0.344	0.078	0.138	1.000	0.707	0.707	0.707	0.707	0.114	0.485	0.494	0.709	0.511	0.468	0.032	0.029	0.834	0.031	0.031	0.011	0.018	0.040	0.006	0.047
PUFC31_FLWRK	0.017	0.044	0.018	0.099	0.049	0.100	0.060	0.057	0.083	0.084	0.064	0.065	0.064	0.065	0.065	0.065	0.064	0.044	0.065	0.014	0.025	0.707	1.000	0.714	0.712	0.046	0.006	0.464	0.473	0.179	0.182	0.102	0.023	0.008	0.454	0.021	0.021	0.005	0.012	0.028	0.003	0.035
PUFC32_JOBSM	0.004	0.024	0.017	0.056	0.026	0.092	0.059	0.036	0.083	0.084	0.035	0.052	0.036	0.064	0.064	0.064	0.037	0.025	0.064	0.007	0.015	0.707	0.714	1.000	0.423	0.026	0.002	0.465	0.474	0.141	0.102	0.077	0.018	0.002	0.371	0.016	0.016	0.007	0.010	0.021	0.006	0.041
PUFC33_WEEKS	0.000	0.021	0.015	0.044	0.025	0.092	0.059	0.035	0.082	0.083	0.003	0.051	0.018	0.063	0.063	0.063	0.032	0.017	0.063	0.000	0.009	0.707	0.712	0.423	1.000	0.017	0.000	0.466	0.476	0.140	0.053	0.079	0.014	0.000	0.371	0.012	0.012	0.000	0.000	0.017	0.007	0.036
PUFC34_WYNOT	0.069	0.152	0.305	0.272	0.225	0.337	0.287	0.187	0.425	0.431	0.158	0.272	0.157	0.333	0.333	0.333	0.178	0.113	0.333	0.048	0.084	0.707	0.046	0.026	0.017	1.000	0.623	0.645	0.666	0.804	0.304	0.551	0.023	0.046	0.670	0.021	0.021	0.010	0.013	0.027	0.006	0.045
PUFC35_LTLOOKW	0.006	0.028	0.026	0.053	0.032	0.074	0.046	0.039	0.069	0.070	0.042	0.044	0.043	0.054	0.054	0.054	0.043	0.029	0.054	0.009	0.017	0.114	0.006	0.002	0.000	0.623	1.000	0.371	0.372	0.114	0.103	0.071	0.012	0.010	0.267	0.016	0.016	0.000	0.007	0.012	0.005	0.001
PUFC36_AVAIL	0.021	0.054	0.043	0.123	0.060	0.124	0.092	0.093	0.135	0.136	0.106	0.105	0.105	0.105	0.105	0.105	0.105	0.071	0.105	0.023	0.042	0.485	0.464	0.465	0.466	0.645	0.371	1.000	0.899	0.237	0.267	0.141	0.022	0.013	0.717	0.018	0.018	0.008	0.014	0.025	0.006	0.030
PUFC37_WILLING	0.021	0.055	0.043	0.126	0.060	0.124	0.092	0.093	0.135	0.136	0.106	0.105	0.105	0.105	0.105	0.105	0.105	0.071	0.105	0.023	0.042	0.494	0.473	0.474	0.476	0.666	0.372	0.899	1.000	0.237	0.268	0.141	0.024	0.013	0.675	0.018	0.018	0.007	0.013	0.026	0.005	0.028
PUFC38_PREVJOB	0.128	0.232	0.221	0.379	0.276	0.234	0.295	0.305	0.440	0.445	0.348	0.344	0.344	0.344	0.344	0.344	0.344	0.234	0.344	0.078	0.138	0.709	0.179	0.141	0.140	0.804	0.114	0.237	0.237	1.000	0.707	0.682	0.064	0.076	0.712	0.045	0.046	0.027	0.029	0.067	0.005	0.038
PUFC40_POCC	0.055	0.108	0.274	0.167	0.149	0.176	0.214	0.137	0.311	0.315	0.051	0.198	0.085	0.243	0.243	0.243	0.129	0.081	0.243	0.032	0.060	0.511	0.182	0.102	0.053	0.304	0.103	0.267	0.268	0.707	1.000	0.635	0.054	0.036	0.427	0.037	0.037	0.021	0.029	0.064	0.008	0.150
PUFC41_WQTR	0.344	0.480	0.223	0.600	0.494	0.438	0.535	0.559	0.679	0.515	0.659	0.669	0.668	0.668	0.668	0.668	0.668	0.454	0.668	0.156	0.272	0.468	0.102	0.077	0.079	0.551	0.071	0.141	0.141	0.682	0.635	1.000	0.057	0.146	0.799	0.038	0.039	0.017	0.023	0.059	0.003	0.040
PUFHHNUM	0.011	-0.009	0.007	-0.032	0.024	0.040	0.046	0.037	0.029	0.029	0.084	0.042	0.054	0.055	0.058	0.044	0.064	0.063	0.063	0.035	0.028	0.032	0.023	0.018	0.014	0.023	0.012	0.022	0.024	0.064	0.054	0.057	1.000	0.024	0.035	0.218	0.218	-0.275	-0.350	0.997	0.015	0.520
PUFHHSIZE	0.499	0.321	0.004	-0.213	0.093	0.141	0.126	0.082	0.097	0.067	0.050	0.084	0.047	0.098	0.098	0.099	0.058	0.030	0.098	0.018	0.027	0.029	0.008	0.002	0.000	0.046	0.010	0.013	0.013	0.076	0.036	0.146	0.024	1.000	0.106	-0.023	-0.022	-0.015	-0.014	0.024	0.027	0.048
PUFNEWEMPSTAT	0.283	0.373	0.248	0.521	0.401	0.398	0.678	0.577	0.758	0.584	0.570	0.577	0.577	0.707	0.707	0.707	0.577	0.393	0.707	0.132	0.232	0.834	0.454	0.371	0.371	0.670	0.267	0.717	0.675	0.712	0.427	0.799	0.035	0.106	1.000	0.032	0.032	0.010	0.019	0.041	0.006	0.053
PUFPRRCD	-0.012	-0.006	0.013	0.008	0.016	0.033	0.036	0.023	0.030	0.032	0.066	0.040	0.044	0.058	0.060	0.036	0.045	0.053	0.050	0.028	0.022	0.031	0.021	0.016	0.012	0.021	0.016	0.018	0.018	0.045	0.037	0.038	0.218	-0.023	0.032	1.000	1.000	-0.115	-0.133	0.181	0.014	0.367
PUFPRV	-0.012	-0.006	0.012	0.008	0.016	0.034	0.036	0.023	0.030	0.032	0.066	0.040	0.044	0.058	0.061	0.036	0.046	0.053	0.049	0.027	0.023	0.031	0.021	0.016	0.012	0.021	0.016	0.018	0.018	0.046	0.037	0.039	0.218	-0.022	0.032	1.000	1.000	-0.113	-0.130	0.181	0.014	0.367
PUFPSU	-0.007	-0.010	0.000	-0.009	0.008	0.009	0.006	0.007	0.008	0.008	0.028	0.014	0.016	0.018	0.023	0.015	0.020	0.015	0.014	0.007	0.009	0.011	0.005	0.007	0.000	0.010	0.000	0.008	0.007	0.027	0.021	0.017	-0.275	-0.015	0.010	-0.115	-0.113	1.000	0.630	-0.265	0.037	0.098
PUFPWGTFIN	0.007	0.013	0.020	-0.027	0.012	0.020	0.019	0.015	0.009	0.019	0.037	0.015	0.021	0.017	0.022	0.014	0.025	0.019	0.025	0.015	0.009	0.018	0.012	0.010	0.000	0.013	0.007	0.014	0.013	0.029	0.029	0.023	-0.350	-0.014	0.019	-0.133	-0.130	0.630	1.000	-0.336	0.058	0.104
PUFREG	0.011	-0.008	0.012	-0.032	0.027	0.044	0.054	0.042	0.028	0.033	0.096	0.047	0.061	0.073	0.070	0.043	0.072	0.070	0.069	0.040	0.032	0.040	0.028	0.021	0.017	0.027	0.012	0.025	0.026	0.067	0.064	0.059	0.997	0.024	0.041	0.181	0.181	-0.265	-0.336	1.000	0.013	0.576
PUFRPL	0.006	0.008	0.002	0.002	0.007	0.004	0.004	0.003	0.006	0.005	0.010	0.005	0.009	0.008	0.009	0.002	0.005	0.010	0.003	0.000	0.004	0.006	0.003	0.006	0.007	0.006	0.005	0.006	0.005	0.005	0.008	0.003	0.015	0.027	0.006	0.014	0.014	0.037	0.058	0.013	1.000	0.014
PUFURB2K10	0.022	0.083	0.010	0.063	0.036	0.029	0.059	0.052	0.006	0.009	0.272	0.061	0.154	0.078	0.079	0.022	0.158	0.150	0.095	0.091	0.060	0.047	0.035	0.041	0.036	0.045	0.001	0.030	0.028	0.038	0.150	0.040	0.520	0.048	0.053	0.367	0.367	0.098	0.104	0.576	0.014	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	PUFREG	PUFPRV	PUFPRRCD	PUFHHNUM	PUFURB2K10	PUFPWGTFIN	PUFSVYMO	PUFSVYYR	PUFPSU	PUFRPL	PUFHHSIZE	PUFC01_LNO	PUFC03_REL	PUFC04_SEX	PUFC05_AGE	PUFC06_MSTAT	PUFC07_GRADE	PUFC08_CURSCH	PUFC09_GRADTECH	PUFC10_CONWR	PUFC11_WORK	PUFC12_JOB	PUFC14_PROCC	PUFC16_PKB	PUFC17_NATEM	PUFC18_PNWHRS	PUFC19_PHOURS	PUFC20_PWMORE	PUFC21_PLADDW	PUFC22_PFWRK	PUFC23_PCLASS	PUFC24_PBASIS	PUFC25_PBASIC	PUFC26_OJOB	PUFC27_NJOBS	PUFC28_THOURS	PUFC29_WWM48H	PUFC30_LOOKW	PUFC34_WYNOT	PUFC38_PREVJOB	PUFC41_WQTR	PUFC43_QKB	PUFNEWEMPSTAT
0	1	28	2800	1	2	405.2219	4	2016	217	1	3	1	1	1	49	2	350		2	5	1		61	01	1	08	024	1	1	2	3			1	1	032					1	01	1
1	1	28	2800	1	2	388.8280	4	2016	217	1	3	2	2	2	61	2	350		2	5	1		92	01	2	04	008	2	2	2	6			2		008					1	01	1
2	1	28	2800	1	2	406.1194	4	2016	217	1	3	3	3	1	19	1	350	2	2	5	1		92	01	2	08	024	1	1	2	1	3	00250	1	1	034					1	01	1
3	1	28	2800	2	2	405.2219	4	2016	217	1	4	1	1	1	48	2	320		2	5	1		61	01	1	04	020	1	1	2	3			1	2	033					1	01	1
4	1	28	2800	2	2	384.3556	4	2016	217	1	4	2	2	2	41	2	350		2	5	1		91	96	1	12	072	2	2	2	0	4	00115	2		072	2				1	96	1
5	1	28	2800	2	2	406.1194	4	2016	217	1	4	3	3	1	20	1	350	2	2	5	1		52	47	2	08	048	2	2	2	1	3	00200	2		048					1	01	1
6	1	28	2800	2	2	371.9331	4	2016	217	1	4	4	3	2	15	1	320	1	2	5	2	2																2	8	2			3
7	1	28	2800	3	2	383.9971	4	2016	217	1	4	1	1	1	59	2	350		2	5	1		61	01	1	04	020	1	1	2	3			1	1	032					1	01	1
8	1	28	2800	3	2	388.8280	4	2016	217	1	4	2	2	2	61	2	350		2	5	1		53	84	1	08	010	2	2	2	2	7		2		010					1	84	1
9	1	28	2800	3	2	394.5008	4	2016	217	1	4	3	6	2	11	1	250	1			2	2

	PUFREG	PUFPRV	PUFPRRCD	PUFHHNUM	PUFURB2K10	PUFPWGTFIN	PUFSVYMO	PUFSVYYR	PUFPSU	PUFRPL	PUFHHSIZE	PUFC01_LNO	PUFC03_REL	PUFC04_SEX	PUFC05_AGE	PUFC06_MSTAT	PUFC07_GRADE	PUFC08_CURSCH	PUFC09_GRADTECH	PUFC10_CONWR	PUFC11_WORK	PUFC12_JOB	PUFC14_PROCC	PUFC16_PKB	PUFC17_NATEM	PUFC18_PNWHRS	PUFC19_PHOURS	PUFC20_PWMORE	PUFC21_PLADDW	PUFC22_PFWRK	PUFC23_PCLASS	PUFC26_OJOB	PUFC28_THOURS	PUFC30_LOOKW	PUFC34_WYNOT	PUFC38_PREVJOB	PUFC41_WQTR	PUFC43_QKB	PUFNEWEMPSTAT
180852	17	59	5900	40879	2	207.7395	4	2016	258	1	7	3	3	2	11	1	210	1			2	2
180853	17	59	5900	40879	2	207.7395	4	2016	258	1	7	4	3	2	10	1	220	1			2	2
180854	17	59	5900	40879	2	207.7395	4	2016	258	1	7	5	3	2	9	1	210	1			2	2
180855	17	59	5900	40879	2	214.7598	4	2016	258	1	7	6	3	1	5	1	000	2			2	2
180856	17	59	5900	40879	2	214.7598	4	2016	258	1	7	7	3	1	1
180857	17	59	5900	40880	2	239.4341	4	2016	258	1	5	1	1	1	29	2	350		2	5	1		13	50	1	08	040	2	2	2	4	2	040				1	50	1
180858	17	59	5900	40880	2	189.8885	4	2016	258	1	5	2	2	2	29	2	830		2	5	2	2												2	8	2			3
180859	17	59	5900	40880	2	207.7395	4	2016	258	1	5	3	3	2	4
180860	17	59	5900	40880	2	207.7395	4	2016	258	1	5	4	3	2	2
180861	17	59	5900	40880	2	277.5219	4	2016	258	1	5	5	8	1	18	1	350	2	2	5	1		13	01	1	04	028	2	2	2	3	2	028				1	01	1

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)